{"id":"https://openalex.org/W2019352843","doi":"https://doi.org/10.1145/2676723.2677309","title":"A Data Programming CS1 Course","display_name":"A Data Programming CS1 Course","publication_year":2015,"publication_date":"2015-02-24","ids":{"openalex":"https://openalex.org/W2019352843","doi":"https://doi.org/10.1145/2676723.2677309","mag":"2019352843"},"language":"en","primary_location":{"id":"doi:10.1145/2676723.2677309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034426322","display_name":"Ruth Anderson","orcid":"https://orcid.org/0009-0001-5116-0077"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruth E. Anderson","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032068969","display_name":"Michael D. Ernst","orcid":"https://orcid.org/0000-0001-9379-277X"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Ernst","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071895488","display_name":"Robert Ord\u00f3\u00f1ez","orcid":null},"institutions":[{"id":"https://openalex.org/I175938002","display_name":"Southern Adventist University","ror":"https://ror.org/04xafps82","country_code":"US","type":"education","lineage":["https://openalex.org/I175938002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Ord\u00f3\u00f1ez","raw_affiliation_strings":["Southern Adventist University, Collegedale, TN, USA","Southern Adventist University, Collegedale, TN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Southern Adventist University, Collegedale, TN, USA","institution_ids":["https://openalex.org/I175938002"]},{"raw_affiliation_string":"Southern Adventist University, Collegedale, TN, USA#TAB#","institution_ids":["https://openalex.org/I175938002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014242165","display_name":"Paul Pham","orcid":"https://orcid.org/0009-0002-5638-6638"},"institutions":[{"id":"https://openalex.org/I60341648","display_name":"The Evergreen State College","ror":"https://ror.org/043yd1m08","country_code":"US","type":"education","lineage":["https://openalex.org/I60341648"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Pham","raw_affiliation_strings":["The Evergreen State College, Olympia, WA, USA","The Evergreen State College; Olympia, WA USA"],"affiliations":[{"raw_affiliation_string":"The Evergreen State College, Olympia, WA, USA","institution_ids":["https://openalex.org/I60341648"]},{"raw_affiliation_string":"The Evergreen State College; Olympia, WA USA","institution_ids":["https://openalex.org/I60341648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021200269","display_name":"Ben Tribelhorn","orcid":null},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Tribelhorn","raw_affiliation_strings":["Seattle University, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Seattle University, Seattle, WA, USA","institution_ids":["https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034426322"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":6.1559,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95892149,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9584000110626221,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7861317992210388},{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.674770176410675},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5493981838226318},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5101778507232666},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.43567994236946106},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4220598042011261},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39423832297325134},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.37931665778160095},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3252735435962677},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.12353387475013733},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07734906673431396},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07199186086654663},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06562644243240356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861317992210388},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.674770176410675},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5493981838226318},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5101778507232666},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.43567994236946106},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4220598042011261},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39423832297325134},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37931665778160095},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3252735435962677},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.12353387475013733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07734906673431396},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07199186086654663},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06562644243240356},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2676723.2677309","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2676723.2677309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.699.2460","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.699.2460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homes.cs.washington.edu/%7Emernst/pubs/data-programming-sigcse2015.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W583897846","https://openalex.org/W780095895","https://openalex.org/W1505099540","https://openalex.org/W1564819898","https://openalex.org/W1985449307","https://openalex.org/W2031625188","https://openalex.org/W2049134908","https://openalex.org/W2063984628","https://openalex.org/W2073312380","https://openalex.org/W2089674328","https://openalex.org/W2091873454","https://openalex.org/W2092989944","https://openalex.org/W2100022042","https://openalex.org/W2101896031","https://openalex.org/W2106357912","https://openalex.org/W2121133761","https://openalex.org/W2130314476","https://openalex.org/W2132629165","https://openalex.org/W2165823172","https://openalex.org/W2171065487","https://openalex.org/W2175909646","https://openalex.org/W2209011815","https://openalex.org/W2279888909","https://openalex.org/W2613223284","https://openalex.org/W4214487305","https://openalex.org/W4239710820","https://openalex.org/W4241949242","https://openalex.org/W4249300565","https://openalex.org/W6695405274"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2746492460","https://openalex.org/W2188022044","https://openalex.org/W2388672873","https://openalex.org/W2371719660","https://openalex.org/W2359625913","https://openalex.org/W1575188492","https://openalex.org/W4239927876","https://openalex.org/W2747826093","https://openalex.org/W2776716187"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"on":[3],"our":[4],"experience":[5],"teaching":[6],"introductory":[7],"programming":[8,25],"by":[9],"means":[10],"of":[11,38,52,64,72],"real-world":[12],"data":[13],"analysis.":[14],"We":[15],"have":[16],"found":[17],"that":[18],"students":[19],"can":[20],"be":[21],"motivated":[22],"to":[23,32],"learn":[24],"and":[26,54,74],"computer":[27],"science":[28],"concepts":[29],"in":[30,45],"order":[31],"analyze":[33],"DNA,":[34],"predict":[35],"the":[36,50,70],"outcome":[37],"elections,":[39],"detect":[40],"fraudulent":[41],"data,":[42],"suggest":[43],"friends":[44],"a":[46,62],"social":[47],"network,":[48],"determine":[49],"authorship":[51],"documents,":[53],"more.":[55],"The":[56],"approach":[57],"is":[58],"more":[59],"than":[60],"just":[61],"collection":[63],"\"nifty":[65],"assignments\";":[66],"rather,":[67],"it":[68],"affects":[69],"choice":[71],"topics":[73],"pedagogy.":[75]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}